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Search results for mlops
mlops
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543 search results found
Made With Ml
⭐
36,177
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Airflow
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34,468
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Jina
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19,573
☁️ Build multimodal AI applications with cloud-native stack
Label Studio
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16,753
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Awesome Production Machine Learning
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16,513
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Qdrant
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15,789
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Prefect
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14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
Argo Workflows
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14,437
Workflow Engine for Kubernetes
Vllm
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13,832
A high-throughput and memory-efficient inference and serving engine for LLMs
Nni
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13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Awesome Mlops
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11,844
A curated list of references for MLOps
Weaviate
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10,023
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Amazon Sagemaker Examples
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9,560
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Dagster
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9,467
An orchestration platform for the development, production, and observation of data assets.
Kedro
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9,451
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Great_expectations
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9,179
Always know what to expect from your data.
Wandb
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8,204
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Mlops Zoomcamp
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8,173
Free MLOps course from DataTalks.Club
Openllm
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7,871
Operating LLMs in production
Machine Learning Systems Design
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7,818
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Deeplake
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7,810
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Metaflow
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7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
Ml Engineering
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6,720
Machine Learning Engineering Open Book
Bentoml
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6,575
The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
Feast
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5,342
The Open Source Feature Store for Machine Learning
Clearml
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5,333
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
Aim
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4,497
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Flyte
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4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Evidently
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4,348
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Taipy
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4,311
Turns Data and AI algorithms into production-ready web applications in no time.
Seldon Core
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4,078
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Courses
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4,018
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Fedml
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3,946
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
Superduperdb
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3,924
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
Serve
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3,844
Serve, optimize and scale PyTorch models in production
Lightning Hydra Template
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3,680
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
Zenml
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3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
Polyaxon
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3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
God Level Data Science Ml Full Stack
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3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
Pipelines
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3,368
Machine Learning Pipelines for Kubeflow
Ploomber
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3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
Higgsfield
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3,235
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
Awesome Mlops
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3,233
😎 A curated list of awesome MLOps tools
Deepchecks
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3,206
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
Argilla
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3,097
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
Kserve
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3,035
Standardized Serverless ML Inference Platform on Kubernetes
Lance
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3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
Mlops Course
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2,744
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Determined
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2,715
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Whylogs
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2,577
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
Giskard
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2,509
🐢 The testing framework for ML models, from tabular to LLMs
Awesome Llmops
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2,417
An awesome & curated list of best LLMOps tools for developers
Alldata
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2,130
🔥🔥 AllData大数据产品是可定义数据中台,以数据平台为底座,以数据中台为桥梁,以机器学习平台为中层框
Phoenix
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1,983
AI Observability & Evaluation - Evaluate, troubleshoot, and fine tune your LLM, CV, and NLP models in a notebook.
Nextpy
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1,893
⚡Pure Python App Framework: For Humans & LLMs🤖 World's first AMS🥇
Feathr
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1,886
Feathr – A scalable, unified data and AI engineering platform for enterprise
Envd
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1,869
🏕️ Reproducible development environment
Awesome Argo
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1,856
A curated list of awesome projects and resources related to Argo (a CNCF graduated project)
Featureform
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1,716
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
Cube Studio
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1,710
cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,数据资产对
Nannyml
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1,695
nannyml: post-deployment data science in python
Openmldb
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1,511
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
Training Operator
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1,447
Distributed ML Training and Fine-Tuning on Kubernetes
Mlops
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1,427
MLOps examples
Mlreef
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1,403
The collaboration workspace for Machine Learning
Hands On Llms
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1,393
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
Hamilton
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1,388
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
Modelfox
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1,354
ModelFox makes it easy to train, deploy, and monitor machine learning models.
State Of Open Source Ai
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1,348
📕 Clarity in the current fast-paced mess of Open Source innovation
Budgetml
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1,290
Deploy a ML inference service on a budget in less than 10 lines of code.
Mlrun
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1,177
Machine Learning automation and tracking
Vertex Ai Samples
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1,172
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
Mlopspython
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1,144
MLOps using Azure ML Services and Azure DevOps
Awesome Seml
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1,135
A curated list of articles that cover the software engineering best practices for building machine learning applications.
Hopsworks
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1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
Quokka
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1,003
Making data lake work for time series
Around Dataengineering
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926
A Data Engineering & Machine Learning Knowledge Hub
Sematic
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913
An open-source ML pipeline development platform
Optscale
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854
MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.
Motorhead
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787
🧠 Motorhead is a memory and information retrieval server for LLMs.
Yatai
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748
Model Deployment at Scale on Kubernetes 🦄️
Llm.report
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739
📊 llm.report is an open-source logging and analytics platform for OpenAI: Log your ChatGPT API requests, analyze costs, and improve your prompts.
Onepanel
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707
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
Neumai
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693
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Cresset
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690
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Deep Learning In Cloud
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670
List of Deep Learning Cloud Providers
Energy Forecasting
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663
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
Mosec
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661
A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
Ck
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582
Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware
Nucliadb
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532
NucliaDB, The AI Search database for unstructured data
Lantern
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530
PostgreSQL vector database extension for building AI applications
Neptune Client
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518
📘 The MLOps stack component for experiment tracking
Efficient Dl Systems
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502
Efficient Deep Learning Systems course materials (HSE, YSDA)
Sig Mlops
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498
CDF SIG MLOps
Traceml
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493
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
Machine_learning_and_deep_learning
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492
Aqueduct
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482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
Popmon
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461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Agilerl
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457
Streamlining reinforcement learning with RLOps
Haupt
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451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
1-100 of 543 search results
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